Forty rare disease cases received new diagnoses using OpenAI technology at Boston Children’s Hospital. The system reduces operational burdens by synthesizing complex patient data more efficiently than manual review. This deployment proves that LLMs can identify obscure clinical patterns. Practitioners can now accelerate diagnostic timelines for high-complexity pediatric cases.